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Chiawei Lim
Chiawei Lim

116 Followers

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Published in Towards Data Science

·Pinned

Access remote code in a breeze with JupyterLab via SSH

Run remote Jupyter Lab in the local system using SSH — During our daily development work, there’s a need for us to access a remote system to co-develop with peers in a shared workplace train deep learning models on a powerful machine deploy some scripts in production The remote server might be referring to the public cloud, the private data center…

Data Science

5 min read

Access remote code in a breeze with JupyterLab via SSH
Access remote code in a breeze with JupyterLab via SSH
Data Science

5 min read


Published in Becoming Human: Artificial Intelligence Magazine

·Oct 18, 2022

Deepfake Audio with Wav2Lip

Step-by-step walkthrough on lip-syncing with Wav2Lip — Content 1. Overview of Deepfake Technology 2. Deepfake Audio Hands-On with Wav2Lip Environment Setup Preparation of Files Main Running Step 3. Notes Overview of Deepfake Technology Deepfake is a technology that creates synthesis media with a subfield of Machine Learning — Deep Learning.

Deepfakes

6 min read

Deepfake Audio with Wav2Lip
Deepfake Audio with Wav2Lip
Deepfakes

6 min read


Aug 14, 2022

The Epiphany: Moving from A Startup to A 100 Years Old Corporate

Detailing learning from a startup to an established corporate — Introduction A year ago, I stepped away from a technology startup and joined a corporate that started back in 1923 (which marks 100 years in the coming 2023!). Note: Both companies are in the field of data science realm, which many people acknowledge as a still-evolving industry. Being in the fast-paced…

Startup

5 min read

The Epiphany: Moving from A Startup to A 100 Years Old Corporate
The Epiphany: Moving from A Startup to A 100 Years Old Corporate
Startup

5 min read


Published in Towards Data Science

·Feb 14, 2022

Understand Audio Data with Computer Vision Background

Side by side comparison of audio and visual data for quick understanding — Vision is a powerful sense of human beings. From images, we can grasp the content and sentiment instantly without additional interpretation needed. On the contrary, one-dimensional sequences data (including audio data) requires the understanding of x and y-axis labels to interpret the waveform. …

Audio

4 min read

Understand Audio Data with Computer Vision Background
Understand Audio Data with Computer Vision Background
Audio

4 min read


Published in Towards Data Science

·Jan 5, 2022

Youtube to Text with Speech Recognition in Python

Python-based libraries to download Youtube videos for NLP use cases — Last updated: 2022 April 5th In the effort to build a conversational speech-to-text NLP model, I started to dive in on the methods to retrieve audio data from Youtube platform. The goal is to have data pairing between the audio and text snippet as the input data source.

Speech Recognition

5 min read

Youtube to Text with Speech Recognition in Python
Youtube to Text with Speech Recognition in Python
Speech Recognition

5 min read


Published in Geek Culture

·Nov 30, 2021

The Perks of using Jupyter Notebook in VS Code

Why and how to use Jupyter Notebooks in VS Code It’s no secret that Jupyter Notebook is the go-to IDE in the data science field. The cell nature of Jupyter allows instant running of a block of code snippet and manifest of the output.

Data Science

4 min read

The Perks of using Jupyter Notebook in VS Code
The Perks of using Jupyter Notebook in VS Code
Data Science

4 min read


Published in Better Programming

·Oct 5, 2021

A Step-by-step Walkthrough to Create Your First SSH Config File

SSH config file for remote connection and public<>private key pair management — This post dives into two common scenarios faced by developers when using SSH and how to configure the SSH client config file (.ssh/config) to overcome the roadblocks. Scenario 1: Multiple Public and Private Key Pairs

Programming

5 min read

A Step-by-step Walkthrough to Create Your First SSH Config File
A Step-by-step Walkthrough to Create Your First SSH Config File
Programming

5 min read


Published in Towards Data Science

·Oct 2, 2021

Upskill as a working adult in the data science field

I completed 6 online courses in a month and here’s how — If you are a data science practitioner or working closely with a data science team, you would realize there’s always a need to continue to upskill for tasks at work or interesting side projects.

Data Science

4 min read

Upskill as a working adult in the data science field
Upskill as a working adult in the data science field
Data Science

4 min read


Published in Geek Culture

·Sep 18, 2021

Displaying visuals with Markdown

Detailing how to best present visuals in markdown format — Last updated: 2022 Feb 19 One aspect that will catch developers’ attention quickest when exploring Github repositories is an informative and succinct readme, often complemented by informative visuals aids. Visuals aids are great in relaying any content most straightforwardly. When used properly, it allows faster try-out, adoption of the scripts…

Markdown

4 min read

Displaying visuals with Markdown
Displaying visuals with Markdown
Markdown

4 min read


Published in Towards Data Science

·Aug 29, 2021

The practical strategies to deliver an effective technical presentation

Techniques on delivering technical presentation effectively — Technical presentations are inevitable, especially when conveying knowledge around the fast-evolving technology stack, algorithms, and workflows. Technical presentation spans into different contexts such as technical sales speech demonstration technical support knowledge transfer session. Each of these requires a different granularity towards delivering ideas around technical concepts or demonstrating technical live…

Engineering

5 min read

The practical strategies to deliver an effective technical presentation
The practical strategies to deliver an effective technical presentation
Engineering

5 min read

Chiawei Lim

Chiawei Lim

116 Followers

Data science lead, battle-tested for 8 years in both startup and MNC | LinkedIn: https://www.linkedin.com/in/codenamewei/

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